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SQI
- Business Management
- 7 hours
Introduction
Generative AI is transforming knowledge work by significantly enabling easy access to everyone by offering much lower cost to access AI LLM Chat & Application. We are in an era whereby many professionals are picking up this skill to be an AI Power user to augment their own skills or expand beyond their current work capability.
This 2-day hands-on boot camp equips both technical & non-technical professionals with skills
spanning LLM fundamentals, prompt engineering frameworks, stepwise problem-solving, Gemini Notebook workflows, & Gen AI governance.
Objective
- Master LLM & Prompt Fundamentals: Apply structured prompt frameworks (COSTAR/CRAFT), Zero / Few-Shot & Chain-of-Thought reasoning
- Implement Top-Down Problem Solving: Deconstruct complex workflows using Stepwise Refinement, Tree of Thoughts (ToT) & Graph of Thoughts (GoT)
- Advanced prompt technique like meta prompt, reversal prompt & prompt shortcut
- Understand & create Gemini Notebook end to end
- Applying the AI Capability of Gemini Notebook to build complex tools that can augment the
- different persona like Project Manager (understanding wide & fragmented information real-time in Google suite environment) and Quality Manager (synthesizing organization QMS against any ISO Standards)
- Introduction to Lean AI Tool (https://leanbean.cc/) for process diagnostic and coaching from Lean perspective
- Ensure Ethical & Legal Compliance: Mitigate prompt injections, data leakage, copyright risks and hallucinations
Duration
2 days | 9am – 6pm | 14 hours
Who Should Attend
Whether you’re a student, working professional or business owner, this course is designed for anyone who wants to confidently apply Generative AI and use Gemini Notebook to improve the way they work. No prior coding or IT background required.
Course Fees
Member: $446.26
Non-Member: $507.94
All fees stated are inclusive of Registration Fee and 9% GST
Award of Certificate
Certificate of Completion will be issued to participants who have attended at least 75% of the course
Device requirement
To ensure an optimal experience, participants are strongly encouraged to bring a laptop to try out the prompts exercise. Tablet (eg. iPads) may be used as alternatives, though screen size and tool performance may not be ideal.
There is no requirement to download any software & the LLM used are mainly web based – Gemini (incl Gemini Notebook), ChatGPT, Claude.
If participants are using company’s laptop, please check company’s policy to access following Tools:
Module 1-4 > AI Chat Tool (Any one of the following four AI Chat Tool is sufficient Or any approved Chat Tool approved by company)
1a) Gemini | https://gemini.google.com
1b) ChatGPT | https://chatgpt.com
1c) Claude | https://claude.ai
1d) Copilot | https://copilot.microsoft.com
Module 5 > AI Application
2a) Gemini Notebook | https://notebook.google.com
2b) Google Drive | https://drive.google.com (Optional)
Course Content
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Module 01: Introduction to Generative AI & AI History Core Concepts: GAI & Brief AI History. Awareness of the different AI Model & AI race between different countries. Knowledge Work Impact: Emergence of the AI Fluency, productivity benchmarks, & hallucination risks.
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Module 02: Prompt Engineering ~ Basic Techniques Prompt Mechanics: Context, instructions, delimiters, & temperature parameters. PACE / CRAFT / COSTAR: Structured prompting frameworks for summarization, classification, & research.
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Module 03: Prompt Engineering ~ Intermediate Techniques Multi-Shot Prompting: Zero-Shot, One-Shot, & Few-Shot output alignment. Reasoning & Role- Play: Chain-of-Thought (CoT) logic.
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Module 04: Advanced Prompting Techniques Advanced Reasoning Networks: Branching & merging solution paths via Tree of Thoughts (ToT) & Graph of Thoughts (GoT). Different prompt technique - Meta prompt, reversal prompt, red team, reverse clarification. Efficiency booster using prompt shortcut.
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Module 05: AI Application Gemini Notebook End to End Gemini Notebook understanding & creation. Understanding advanced usage of Gemini Notebook in professional capacity using 3 persona (Persona ~ Quality Manager, Operation Manager & Project Manager).
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Module 06: GenAI Security, Ethical, & Legal Considerations Security Threat Vectors: Preventing prompt injection, jailbreaking, token smuggling, & data poisoning. Governance: AI ethics frameworks, copyright / privacy compliance.
Trainer
